diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ce3515f7cc..2627a09acff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@ Docs: https://docs.openclaw.ai
 - Agents: add synthetic catalog support for `hf:zai-org/GLM-5`. (#15867) Thanks @battman21.
 - Skills: remove duplicate `local-places` Google Places skill/proxy and keep `goplaces` as the single supported Google Places path.
 - Agents: add pre-prompt context diagnostics (`messages`, `systemPromptChars`, `promptChars`, provider/model, session file) before embedded runner prompt calls to improve overflow debugging. (#8930) Thanks @Glucksberg.
+- Onboarding/Providers: add first-class Hugging Face Inference provider support (provider wiring, onboarding auth choice/API key flow, and default-model selection), and preserve Hugging Face auth intent in auth-choice remapping (`tokenProvider=huggingface` with `authChoice=apiKey`) while skipping env-override prompts when an explicit token is provided. (#13472) Thanks @Josephrp.
 
 ### Fixes
 
@@ -38,7 +39,6 @@ Docs: https://docs.openclaw.ai
 - OpenAI Codex/Auth: bridge OpenClaw OAuth profiles into `pi` `auth.json` so model discovery and models-list registry resolution can use Codex OAuth credentials. (#15184) Thanks @loiie45e.
 - Auth/OpenAI Codex: share OAuth login handling across onboarding and `models auth login --provider openai-codex`, keep onboarding alive when OAuth fails, and surface a direct OAuth help note instead of terminating the wizard. (#15406, follow-up to #14552) Thanks @zhiluo20.
 - Onboarding/Providers: add vLLM as an onboarding provider with model discovery, auth profile wiring, and non-interactive auth-choice validation. (#12577) Thanks @gejifeng.
-- Onboarding/Providers: preserve Hugging Face auth intent in auth-choice remapping (`tokenProvider=huggingface` with `authChoice=apiKey`) and skip env-override prompts when an explicit token is provided. (#13472) Thanks @Josephrp.
 - Onboarding/CLI: restore terminal state without resuming paused `stdin`, so onboarding exits cleanly after choosing Web UI and the installer returns instead of appearing stuck.
 - Signal/Install: auto-install `signal-cli` via Homebrew on non-x64 Linux architectures, avoiding x86_64 native binary `Exec format error` failures on arm64/arm hosts. (#15443) Thanks @jogvan-k.
 - macOS Voice Wake: fix a crash in trigger trimming for CJK/Unicode transcripts by matching and slicing on original-string ranges instead of transformed-string indices. (#11052) Thanks @Flash-LHR.